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Semantic Segmentation

Papers

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Showing 9126–9150 of 14763 papers

TitleStatusHype
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information—0
UAV (Unmanned Aerial Vehicles): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking—0
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning—0
Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory—0
Multi-source adversarial transfer learning for ultrasound image segmentation with limited similarity—0
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation—0
What is Point Supervision Worth in Video Instance Segmentation?—0
UCP-Net: Unstructured Contour Points for Instance Segmentation—0
UCS: A Universal Model for Curvilinear Structure Segmentation—0
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation—0
UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation—0
Multi-Sem Fusion: Multimodal Semantic Fusion for 3D Object Detection—0
UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite—0
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input—0
Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation—0
UGformer for Robust Left Atrium and Scar Segmentation Across Scanners—0
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning—0
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation—0
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model—0
Point Cloud Semantic Segmentation using Multi Scale Sparse Convolution Neural Network—0
UltraCompression: Framework for High Density Compression of Ultrasound Volumes using Physics Modeling Deep Neural Networks—0
Ultrafast Focus Detection for Automated Microscopy—0
Ultra-High Resolution Segmentation via Boundary-Enhanced Patch-Merging Transformer—0
Multi-Scale Semantic Segmentation with Modified MBConv Blocks—0
Multi-Scale Saliency Detection using Dictionary Learning—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified